Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: CFDP1

Gene summary for CFDP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CFDP1

Gene ID

10428

Gene namecraniofacial development protein 1
Gene AliasBCNT
Cytomap16q23.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9UEE9


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
10428CFDP1LZE2THumanEsophagusESCC6.71e-056.47e-010.082
10428CFDP1LZE4THumanEsophagusESCC9.30e-298.36e-010.0811
10428CFDP1LZE5THumanEsophagusESCC2.24e-096.66e-010.0514
10428CFDP1LZE7THumanEsophagusESCC2.03e-087.10e-010.0667
10428CFDP1LZE8THumanEsophagusESCC4.63e-155.21e-010.067
10428CFDP1LZE20THumanEsophagusESCC3.24e-187.79e-010.0662
10428CFDP1LZE21D1HumanEsophagusHGIN3.56e-024.01e-010.0632
10428CFDP1LZE22D1HumanEsophagusHGIN9.68e-084.78e-010.0595
10428CFDP1LZE22THumanEsophagusESCC2.03e-087.77e-010.068
10428CFDP1LZE24THumanEsophagusESCC3.27e-391.12e+000.0596
10428CFDP1LZE21THumanEsophagusESCC2.56e-157.59e-010.0655
10428CFDP1LZE6THumanEsophagusESCC1.17e-022.54e-010.0845
10428CFDP1P1T-EHumanEsophagusESCC2.78e-231.41e+000.0875
10428CFDP1P2T-EHumanEsophagusESCC1.29e-265.39e-010.1177
10428CFDP1P4T-EHumanEsophagusESCC6.30e-449.69e-010.1323
10428CFDP1P5T-EHumanEsophagusESCC2.06e-457.88e-010.1327
10428CFDP1P8T-EHumanEsophagusESCC6.97e-519.51e-010.0889
10428CFDP1P9T-EHumanEsophagusESCC1.62e-265.50e-010.1131
10428CFDP1P10T-EHumanEsophagusESCC1.29e-365.96e-010.116
10428CFDP1P11T-EHumanEsophagusESCC4.82e-251.03e+000.1426
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
GCThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:002260420EsophagusESCCregulation of cell morphogenesis180/8552309/187235.19e-065.45e-05180
GO:000836018EsophagusESCCregulation of cell shape92/8552154/187233.00e-041.81e-0392
GO:00443463EsophagusESCCfibroblast apoptotic process16/855222/187239.46e-033.28e-0216
GO:002260412LiverCirrhoticregulation of cell morphogenesis127/4634309/187231.45e-107.44e-09127
GO:000836012LiverCirrhoticregulation of cell shape69/4634154/187234.21e-081.36e-0669
GO:002260422LiverHCCregulation of cell morphogenesis188/7958309/187234.84e-111.82e-09188
GO:000836022LiverHCCregulation of cell shape92/7958154/187231.15e-051.31e-0492
GO:002260419Oral cavityOSCCregulation of cell morphogenesis163/7305309/187235.66e-078.19e-06163
GO:000836016Oral cavityOSCCregulation of cell shape88/7305154/187233.73e-064.42e-0588
GO:0044346Oral cavityOSCCfibroblast apoptotic process16/730522/187231.40e-036.79e-0316
GO:2000269Oral cavityOSCCregulation of fibroblast apoptotic process13/730519/187239.07e-033.26e-0213
GO:00443461Oral cavityLPfibroblast apoptotic process13/462322/187236.11e-045.58e-0313
GO:0022604110Oral cavityLPregulation of cell morphogenesis101/4623309/187238.65e-047.50e-03101
GO:000836017Oral cavityLPregulation of cell shape53/4623154/187234.22e-032.70e-0253
GO:20002691Oral cavityLPregulation of fibroblast apoptotic process10/462319/187238.09e-034.40e-0210
GO:002260433Oral cavityNEOLPregulation of cell morphogenesis69/2005309/187232.07e-091.29e-0769
GO:000836033Oral cavityNEOLPregulation of cell shape41/2005154/187232.35e-081.03e-0641
GO:002260427SkincSCCregulation of cell morphogenesis114/4864309/187231.34e-051.68e-04114
GO:000836025SkincSCCregulation of cell shape57/4864154/187231.61e-039.90e-0357
GO:004434611SkincSCCfibroblast apoptotic process12/486422/187234.04e-032.15e-0212
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
CFDP1SNVMissense_Mutationc.714N>Ap.Met238Ilep.M238IQ9UEE9protein_codingtolerated(0.16)benign(0.015)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CFDP1SNVMissense_Mutationrs377603272c.465N>Cp.Glu155Aspp.E155DQ9UEE9protein_codingtolerated(0.11)benign(0.006)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CFDP1SNVMissense_Mutationnovelc.797G>Cp.Arg266Prop.R266PQ9UEE9protein_codingdeleterious(0)probably_damaging(0.961)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CFDP1SNVMissense_Mutationrs755077989c.763N>Ap.Glu255Lysp.E255KQ9UEE9protein_codingdeleterious(0)probably_damaging(0.995)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CFDP1SNVMissense_Mutationc.805N>Cp.Glu269Glnp.E269QQ9UEE9protein_codingtolerated(0.15)benign(0.306)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CFDP1SNVMissense_Mutationc.721N>Tp.Leu241Phep.L241FQ9UEE9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-6599-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CFDP1SNVMissense_Mutationc.785N>Tp.Ala262Valp.A262VQ9UEE9protein_codingdeleterious(0)possibly_damaging(0.721)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CFDP1SNVMissense_Mutationnovelc.137N>Tp.Gln46Leup.Q46LQ9UEE9protein_codingtolerated(0.19)benign(0.015)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CFDP1SNVMissense_Mutationc.585N>Tp.Gln195Hisp.Q195HQ9UEE9protein_codingdeleterious(0.01)benign(0.44)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CFDP1SNVMissense_Mutationc.772N>Ap.Gly258Serp.G258SQ9UEE9protein_codingtolerated(0.96)benign(0.021)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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